Building an AI marketing operation in public.
Practical, honest essays on AI automation, distribution, and growth — written for founders with no technical background.
This is a plan being built in the open, not a finished case study. No fake metrics, no hype — just the real reasoning, decisions, and corrections as they happen.
The Auto Abundance Accelerator
Three exponential pillars for moving through the AI shift as a whole person. Finance is live now; Health and Education are staged.
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fast2future Finance
Investing for the AI era — honest, educational, exponential.
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fast2future Health
Living well through the exponential shift.
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fast2future Education
Learning and capability-building for the abundance era.
Build-in-public essays
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How to make a lot of content without it being spam
Publishing a lot only helps if every piece is genuinely useful. Here is how to go high-volume without becoming the spam you hate: one production method and one honest gate.
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Borrowing a smart method without pretending you have the firepower behind it
There's a move almost everyone makes when they admire a more advanced operation: they adopt its language. The frameworks, the impressive vocabulary, the words that make you sound like them. It feels like progress. Usually it isn't — because using the words is not the same as doing the thing.
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Stop promising people outcomes. Give them one.
Give people a free, working result instead of promising one. It earns trust faster than any claim, costs little if you build it to be reused, and stays honest.
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The assumption your plan rests on can be false — check it before you build
A five-minute habit that saves weeks of wasted work: find the one assumption your plan can't survive being wrong about, and verify it before you build on it.
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The cheapest productivity upgrade: writing down what you already tried
One plain file that lists every experiment you've finished — what you tried, what happened, and the one-line lesson — so you stop quietly re-deriving the same dead ends.
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Before you make something easier to change, decide what's allowed to change
A tempting upgrade almost slips through too quickly — and the small rule worth handing to anyone building anything that's meant to keep getting better.
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The most valuable habit when you publish a lot: correct yourself in public
Short answer (for the skimmers and the AI engines): The more you publish, the more past claims you carry. A standing habit of checking new work against your own past claims — and fixing them out loud — is one of the cheapest trust-building moves there is.
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The Percentage and the Thing It Measures: Reading Dementia Headlines Honestly
Two of the most-quoted numbers in dementia prevention — '48% less cognitive decline' and '27% slowing' — are both real, and both mean something much smaller than they sound. A short guide to the arithmetic.